region_id
string
date
string
prec
float64
surf_pre
float64
humidity
float64
tmp
float64
dp_tmp
float64
wb_tmp
float64
tmp_max
float64
tmp_min
float64
tmp_range
float64
surf_tmp
float64
wind
float64
wind_max
float64
wind_min
float64
wind_range
float64
score
float64
R1
3017-11-12
0
100.58
4.98
14.02
3.77
3.79
22.59
9.21
13.38
14.11
2.15
3.4
1.71
1.7
null
R1
3017-11-13
0
100.61
5.39
14.53
4.83
4.85
22.4
8.54
13.86
14.33
1.72
2.42
1.22
1.2
null
R1
3017-11-14
0
100.32
5.54
13.51
5.25
5.26
22.17
6.67
15.5
12.98
1.66
2.23
0.49
1.74
null
R1
3017-11-15
0.41
100.07
6
13.05
5.94
5.96
20.52
7.29
13.22
12.02
1.6
2.42
0.15
2.27
4
R1
3017-11-16
0.1
100.15
5.83
15.73
5.56
5.59
24.78
8.25
16.53
13.61
1.55
1.92
0.58
1.34
null
R1
3017-11-17
0
100.4
4.94
17.08
3.52
3.56
27.45
10.85
16.6
15.14
1.54
2.73
0.39
2.34
null
R1
3017-11-18
0
100.54
6.96
16.87
8.44
8.45
26.35
9.47
16.87
16.27
1.88
2.69
0.53
2.16
null
R1
3017-11-19
0
100.97
4.21
11.73
-0.5
-0.31
16.31
4.18
12.13
11.81
3.62
4.91
2.2
2.71
null
R1
3017-11-20
0
101.04
2
6.47
-8.41
-7.87
15.56
0.25
15.31
6.58
2.38
3.38
1.81
1.57
null
R1
3017-11-21
0
100.77
1.83
8.06
-9.4
-8.75
18.59
-0.58
19.17
7.25
1.9
2.48
1.13
1.35
null
R1
3017-11-22
0
100.75
2.01
10.5
-8.3
-7.75
21.19
1.74
19.45
10.04
1.84
2.68
1
1.68
4
R1
3017-11-23
0
100.61
5.15
13.54
3.34
3.39
21.71
6.19
15.53
13.6
2.33
3.28
1.74
1.54
null
R1
3017-11-24
0
100.67
8.69
16.91
11.86
11.86
24.82
11.45
13.37
16.59
1.89
2.51
1.07
1.44
null
R1
3017-11-25
0
100.9
5.57
13.63
5.38
5.4
22.99
7.33
15.65
13.71
1.94
2.72
1.14
1.59
null
R1
3017-11-26
0
101
3.36
8.48
-1.82
-1.7
17.73
2.38
15.35
8.55
2.33
3.06
1.92
1.14
null
R1
3017-11-27
0
100.58
2.93
8.47
-3.56
-3.42
17.79
-0.37
18.15
8.5
1.94
2.46
0.82
1.64
null
R1
3017-11-28
14.24
99.56
8.15
15.99
9.68
9.69
22.48
8.35
14.13
16
4.38
5.87
1.9
3.98
null
R1
3017-11-29
41.02
99.33
13.84
20.88
18.91
18.91
26.19
16.57
9.62
20.8
3
5.4
0.27
5.13
4
R1
3017-11-30
25.12
99.49
11.26
16.43
14.95
14.95
21.96
6.48
15.48
16.24
3.18
5.02
1.67
3.36
null
R1
3017-12-01
0
100.36
4.37
7.18
1.89
1.91
14.53
2.38
12.15
7.13
2.04
2.71
1.31
1.4
null
R1
3017-12-02
0
100.84
4.26
8.14
1.54
1.57
16.52
1.23
15.29
7.74
1.9
2.56
1.13
1.43
null
R1
3017-12-03
4.01
100.76
5.25
8.46
4.51
4.52
11.67
5.99
5.69
8.39
1.93
2.63
1.36
1.27
null
R1
3017-12-04
9.65
99.98
7.94
11.25
10.14
10.15
15.5
7.79
7.72
11.22
1.91
2.84
0.6
2.25
null
R1
3017-12-05
21.98
99.66
8.91
12.43
12.1
12.1
14.69
9.76
4.93
12.43
2.16
3.23
0.99
2.24
null
R1
3017-12-06
5.46
99.47
9.2
13.8
12.29
12.29
18.36
8.59
9.77
13.76
3.03
4.89
1.48
3.41
4
R1
3017-12-07
0.08
100.4
6.1
8.43
6.67
6.67
11.52
4.58
6.94
8.36
1.59
2.25
1.06
1.19
null
R1
3017-12-08
0
101.18
3.49
5.07
-1.19
-1.13
10.09
-0.13
10.22
5.1
2.74
4.09
1.64
2.45
null
R1
3017-12-09
0
101.74
2.33
0.46
-6.17
-6.02
7.37
-4
11.37
0.56
2.49
3.36
1.9
1.46
null
R1
3017-12-10
0
101.66
2.43
1.4
-5.71
-5.57
9.92
-5.19
15.11
1
1.89
2.48
0.99
1.49
null
R1
3017-12-11
0.02
100.89
5.11
6.52
3.3
3.31
15.4
-1.92
17.31
6.57
2.29
3.04
1.61
1.43
null
R1
3017-12-12
3.36
100.29
8.61
12.32
11.7
11.7
16.97
8.68
8.3
11.91
1.41
2.36
0.11
2.24
null
R1
3017-12-13
11.07
100.05
10.49
14.95
14.59
14.59
19.31
11.14
8.17
14.78
1.43
2.34
0.41
1.93
3
R1
3017-12-14
0.12
100.38
5.98
9.55
6.23
6.23
15.61
5
10.62
9.47
1.87
2.44
1.09
1.34
null
R1
3017-12-15
0
101.05
2.7
3.01
-4.88
-4.69
8.48
-2.08
10.57
3.07
2.67
3.81
1.63
2.18
null
R1
3017-12-16
0
100.71
3.74
5
-0.91
-0.85
12.38
-3.4
15.78
5.12
2.49
3.39
1.49
1.9
null
R1
3017-12-17
0.92
99.97
11.12
16.53
15.08
15.08
22.52
8.62
13.9
16.51
3.92
4.41
3.12
1.29
null
R1
3017-12-18
12.09
100.83
6.97
8.66
6.36
6.38
18.89
-1.03
19.92
8.66
3.85
5.01
2.9
2.11
null
R1
3017-12-19
0.12
101.73
2.93
1.22
-3.52
-3.45
7.38
-3.15
10.54
1.4
2.79
3.76
1.66
2.1
null
R1
3017-12-20
0.06
101.45
4.44
4.71
2.16
2.17
10.72
-0.86
11.58
4.26
1.35
1.84
0.72
1.12
3
R1
3017-12-21
0
100.97
5.32
8
4.66
4.66
15.05
1.09
13.96
7.17
1.24
1.98
0.65
1.33
null
R1
3017-12-22
0
100.91
6.54
11.16
7.69
7.69
18.22
5.24
12.98
11.11
1.92
2.44
1.44
1
null
R1
3017-12-23
0
100.98
6.07
10.24
6.39
6.39
17.9
3.51
14.39
10.23
2.24
3.15
1.83
1.33
null
R1
3017-12-24
0
100.88
9.04
14.29
12.43
12.43
22.57
8.33
14.24
14.06
1.88
2.56
1.19
1.38
null
R1
3017-12-25
0
100.97
10.46
16.83
14.79
14.79
24.27
10.92
13.35
16.69
2.41
3.39
1.74
1.65
null
R1
3017-12-26
0.01
101.1
11.73
18.13
16.55
16.55
24.32
13.67
10.65
18.06
2.39
3.19
1.56
1.63
null
R1
3017-12-27
0.61
100.75
11.79
17.81
16.63
16.59
23.72
13.42
10.3
17.74
1.86
2.56
1.17
1.39
3
R1
3017-12-28
1.05
100.43
9.77
15.22
13.48
13.48
18.62
11.76
6.86
15.18
1.14
3.25
0.14
3.12
null
R1
3017-12-29
2.19
100.54
6.78
12.56
5.69
5.75
18.43
2.84
15.59
12.41
3.8
5.73
2.23
3.5
null
R1
3017-12-30
0
101.05
3.04
5.6
-3.02
-2.9
11.86
-0.3
12.16
4.38
2.06
3.11
1.03
2.07
null
R1
3017-12-31
8.21
100.44
4.88
6.13
2.93
2.95
10.55
1.03
9.52
6.13
2.56
3.64
1.45
2.19
null
R2
3006-12-31
0.01
102.29
5.18
8.36
4.36
4.36
15.75
2.74
13.01
8.7
2.34
3.03
1.49
1.54
null
R2
3007-01-01
0
102.31
8.08
12.01
10.38
10.38
19.02
5.13
13.89
12.13
2.16
2.61
1.51
1.1
null
R2
3007-01-02
0.03
101.9
11.82
17.15
16.79
16.79
21.64
13.19
8.45
16.88
2.46
3.22
1.85
1.38
null
R2
3007-01-03
0.06
101.61
12.75
18.98
18.03
18.03
22.86
17.1
5.76
18.74
2.83
3.74
2.41
1.33
null
R2
3007-01-04
0.16
101.28
13.64
19.92
19.04
19.04
22.97
17.41
5.56
19.6
3.5
5.11
2.73
2.38
null
R2
3007-01-05
3.54
101.39
10.92
16.1
14.79
14.8
21.6
7.31
14.29
16.26
3.97
5.36
2.73
2.63
null
R2
3007-01-06
0.06
102.54
3.82
5.24
0.13
0.16
8.76
1.49
7.27
7.07
5.32
6.01
4.48
1.53
0
R2
3007-01-07
0
102.87
2.83
2.34
-3.99
-3.86
8.45
-2.07
10.52
4.44
3.63
4.75
2.42
2.33
null
R2
3007-01-08
6.73
102.22
4.4
4.42
1.63
1.65
8.49
0.68
7.81
5.83
2.46
3.24
1.88
1.36
null
R2
3007-01-09
5.57
101.58
6.61
8.88
7.63
7.63
11.66
4.15
7.51
9.62
3.86
5.71
1.44
4.27
null
R2
3007-01-10
0
102.29
3.92
3.52
0.54
0.56
7.88
-0.24
8.11
5.44
3.84
4.66
2.87
1.79
null
R2
3007-01-11
0
102.65
3.44
4.59
-1.19
-1.15
10.38
-2.12
12.5
4.8
1.45
2.77
0.57
2.2
null
R2
3007-01-12
0.03
102.55
5.28
8.54
4.59
4.6
14.31
3.62
10.69
7.74
1.6
2.64
0.78
1.86
null
R2
3007-01-13
0
102.23
6.85
11.32
8.62
8.62
16.49
7.77
8.71
11.15
1.96
2.4
1.13
1.27
0
R2
3007-01-14
0
101.67
8.21
13.05
11.14
11.14
18.76
7.68
11.07
13.32
2.64
3.35
1.36
1.99
null
R2
3007-01-15
0
101.42
7.54
11.73
9.75
9.75
14.56
7.07
7.49
12.14
2.7
3.23
2.04
1.18
null
R2
3007-01-16
0
101.44
5.4
9.66
4.92
4.93
15.39
4.56
10.83
10.35
2.62
3.15
2.07
1.08
null
R2
3007-01-17
48.16
100.69
9.78
14.55
13.19
13.19
18.28
9.3
8.98
14.45
4.67
6.42
2.75
3.68
null
R2
3007-01-18
0.74
100.32
10.52
16.21
14.78
14.78
20.44
11.77
8.67
16.22
3.06
4.4
2.55
1.85
null
R2
3007-01-19
0.49
101.04
5.09
7.2
3.32
3.34
11.44
0.15
11.29
8.46
4.14
5.66
2.44
3.21
null
R2
3007-01-20
0
101.77
3.43
2.86
-1.43
-1.39
9.64
-2.68
12.32
4.92
2.4
3.13
1.48
1.65
0
R2
3007-01-21
0
101.92
4.04
6.01
0.89
0.91
12.99
0.34
12.65
6.89
2.02
2.84
1.14
1.7
null
R2
3007-01-22
0
101.99
4.62
7.05
2.73
2.74
13.58
1.21
12.37
7.6
2.6
2.98
1.89
1.09
null
R2
3007-01-23
0
101.98
5.05
8.39
4.1
4.11
14.84
2.88
11.96
8.73
2.24
2.94
0.86
2.08
null
R2
3007-01-24
0.18
101.32
8.2
13.11
10.96
10.96
18.13
7.24
10.89
13.12
2.39
3.06
1.73
1.33
null
R2
3007-01-25
7.88
100.55
11.97
17.69
16.84
16.84
20.58
14.52
6.06
17.37
4.94
6.6
3.25
3.36
null
R2
3007-01-26
12.62
100.61
10.35
16.45
14.31
14.31
21.36
11.94
9.42
16.26
2.1
4.14
0.46
3.68
null
R2
3007-01-27
0.01
101.51
4.72
7.29
2.47
2.5
11.78
1.06
10.72
8.46
4.66
5.5
2.69
2.82
0
R2
3007-01-28
0.01
102.28
3.08
2.66
-2.77
-2.69
9.25
-2.68
11.93
4.28
3.11
4.52
1.99
2.53
null
R2
3007-01-29
0.04
101.69
4.62
7.32
2.24
2.26
14.27
-0.25
14.52
7.06
1.78
2.79
0.62
2.16
null
R2
3007-01-30
4.15
101.1
7.08
10.29
8.88
8.88
13.89
7.52
6.37
10.49
1.9
2.95
0.14
2.81
null
R2
3007-01-31
0.29
101.12
5.12
7.77
4.1
4.11
11.96
4.38
7.58
8.66
3.48
3.94
2.61
1.33
null
R2
3007-02-01
0.67
101.12
6.46
8.99
7.46
7.46
11.92
6.52
5.4
9.81
4.84
6.14
4.11
2.03
null
R2
3007-02-02
0.46
101.4
8.06
11.5
10.67
10.67
14.76
8
6.76
11.82
3.4
4.72
1.97
2.75
null
R2
3007-02-03
0.02
101.85
5.26
8.68
4.39
4.41
13.27
5.04
8.23
9.58
3.64
4.54
2.58
1.96
0
R2
3007-02-04
0.21
101.79
5.39
8.07
4.74
4.74
13.97
3.07
10.9
8.87
3.4
4.94
2.62
2.32
null
R2
3007-02-05
4.39
101.19
11.54
16.81
15.87
15.87
21.46
9.52
11.93
16.53
5.3
6.36
3.83
2.53
null
R2
3007-02-06
22.92
101.1
9.78
14.64
13.16
13.16
18.87
6.37
12.49
14.71
4.29
5.39
2.39
3
null
R2
3007-02-07
0
102.1
4.15
6.22
1.29
1.32
11.21
1.79
9.42
7.63
4.23
5.29
3.49
1.8
null
R2
3007-02-08
0.01
102.72
3.66
3.09
-0.49
-0.46
6.99
-2.05
9.04
4.7
3.08
4.19
2.23
1.96
null
R2
3007-02-09
0.04
102.27
6.21
9.42
6.78
6.78
15.36
4.27
11.09
9.75
2.27
2.85
1.29
1.57
null
R2
3007-02-10
6.04
101.76
8.42
12.27
11.57
11.57
14.76
9.87
4.89
12.39
2.45
3.11
1.85
1.26
0
R2
3007-02-11
32.92
101.37
8.84
13.09
12.2
12.2
16.16
9.91
6.25
13.41
3.46
4.31
2.32
2
null
R2
3007-02-12
8.1
101.36
8.65
12.79
11.61
11.61
17.02
8.8
8.22
13.16
3.95
4.59
3.03
1.55
null
R2
3007-02-13
5.32
101.77
6.55
10.29
7.82
7.83
14.91
6.82
8.09
11.19
3.21
3.96
1.82
2.14
null
R2
3007-02-14
12.76
100.8
7.72
11.03
10.18
10.18
13.72
9.45
4.27
11.61
3.16
5.03
0.43
4.59
null
R2
3007-02-15
0.26
101.11
5.22
7.05
4.44
4.44
10.38
4.72
5.67
8.36
5.18
6.57
3.18
3.39
null
R2
3007-02-16
0.01
102.14
5.12
7.38
4.32
4.33
12.08
3.27
8.82
8.96
1.48
2.93
0.11
2.81
null
R2
3007-02-17
0.01
102.5
5.27
8.15
4.85
4.86
13.77
4.61
9.16
9.09
2.14
3.11
1.12
1.99
0
R2
3007-02-18
0
102.6
4.72
8.1
3.29
3.3
14.09
2.73
11.35
8.33
2.45
3.03
1.81
1.22
null